Nonparametric Regression between General Riemannian Manifolds
نویسندگان
چکیده
منابع مشابه
Nonparametric Regression between General Riemannian Manifolds
We study nonparametric regression between Riemannian manifolds based on regularized empirical risk minimization. Regularization functionals for mappings between manifolds should respect the geometry of input and output manifold and be independent of the chosen parametrization of the manifolds. We define and analyze the three most simple regularization functionals with these properties and prese...
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ژورنال
عنوان ژورنال: SIAM Journal on Imaging Sciences
سال: 2010
ISSN: 1936-4954
DOI: 10.1137/080744189